"Lookin' for a Good Time" received a "thumbs up" review from the country music site Engine 145. Although reviewer Matt C. called the storyline "fairly pedestrian" and said that the producers "[did] their best to ruin" the song, he also made note of Kelley's "distinctive, husky voice" and the alternating lead vocals, adding "I’m not likely to confuse this group with any other artist on country radio."[1]
The music video was directed by Chris Hicky. The video shows the band performing the song on a TV show and is set in the 1950/60's based on the band and audience's clothes. One difference between the video and the album version of the song is, in the video they sing "would you get the wrong impression if I asked you to dance right now" instead of "would you get the wrong impression if I called us a cab right now".
^Lady Antebellum (CD liner notes). Lady Antebellum. Capitol Records Nashville. 2008. 032062.{{cite AV media notes}}: CS1 maint: others in cite AV media (notes) (link)